{gmgn-dev-score}

Decide whether a token creator's NEXT launch is safe to buy. Scores a dev address 0-100 on two separate axes — CONDUCT (will he dump on you at open) and POWER (has he ever actually built anything big) — from his full launch history and every trade he made in his own coins, then returns a buy / don't-buy call with a timing window. USE THIS SKILL WHEN the user asks a buy-decision question about a launcher: "can I buy this dev's new launch", "should I buy his next launch", "will this dev rug", "will he dump at open", "is his launch safe to snipe", "is it safe to buy at his open", "dev score", "creator score", "launch score", "is this launcher trustworthy enough to buy"; OR when the user gives a TOKEN address plus a team-trust question ("is this token's team trustworthy", "does this project's dev have a record", "has this creator rugged before") — resolve the creator with `gmgn-cli token info` -> `dev.creator_address` first, then score that address; OR when the user gives a WALLET address plus an explicit launch-history question ("what tokens has this address launched", "how did his previous launches do", "did all his coins go to zero"). The same questions asked in any other language route here too — match on meaning, not on wording. DO NOT USE THIS SKILL for a bare wallet address with no question attached: a bare address is a copy-trade question by default and belongs to gmgn-wallet-analysis, which declares itself the default for it. Also do not use it for copy-trade questions ("is this wallet worth copying", "should I copy this wallet", "copy-trade score"), wallet profitability ("is this wallet profitable", "what is this wallet's track record"), or wallet-profile phrasings ("is this a token-creator wallet", "how is this dev's reputation") — those belong to gmgn-wallet-score. The split is by question type, not by address type: those skills answer "who is this wallet" (a profile), this skill answers "should I buy his launch" (a decision, with a timing window). Note how close "how is this dev's reputation" (profile → gmgn-wallet-score) sits to "dev score" (decision → here): the deciding factor is whether a buy is on the table. If it is genuinely ambiguous, ask one short question instead of guessing — the two produce different reports and there is no cheap hedge.

gmgnai/gmgn-skills·1,697 installsno license
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npx skills add gmgnai/gmgn-skills --skill gmgn-dev-score

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Skill Stats

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Packaging5 filesSKILL.md plus 4 moreDirectory Scan
External Dependencies1 possibleFrom one text matchDirectory Scan
Tool AccessUnrestrictedNo allowed-tools declaredFrontmatter
SafetyWarn3 partner scansPartner Audits

Review Sources

2/4SOURCES
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  • Agent Reviews
  • Installer Reports
  • Partner Audits

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External Reviews

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Partner Audits3 scans
WarnMEDIUM

At least one partner scan raised something.

  • COMMAND_EXECUTION
  • EXTERNAL_DOWNLOADS
ProviderStatusLevelSummaryScanned
Gen Agent Trust HubpassSAFEThis skill analyzes cryptocurrency token creators to determine if their next launch is safe to buy. It uses data from the `gmgn-cli` tool to calculate scores based on the developer's history of trade behaviors, such as dump rates and siphoning funds, as well as their track record of building successful projects. Only verified developer CLI tools and legitimate APIs are used to process public on-chain data.2026-09-16
Socketpass—No alerts2026-09-16
SnykwarnMEDIUMRisk: MEDIUM · 1 issue2026-09-16

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Skill contents

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Directory Scan
Files
  • SKILL.md
  • references/fields.md
  • references/glossary.md
  • references/scoring.md
  • dev_score.py

This skill contains more than just a SKILL.md file. It likely requires these additional resources.

External Dependencies
  • Mentions a sign-in or credentialSKILL.md: API key

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Declarations
Licensenot declared
Tool permissionsnone declared

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Stat Sources

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DimensionDirectory ScanAgent ReviewsInstaller ReportsPartner Audits
Safetyno flagswarn
External Dependencies1 matchnonenone
Packaging55/100none
Licensenot declarednone
Tool Accessunrestrictednone
Real-World Fitnone
Writing Qualitynonenone
measured unmeasured not applicableColour repeats the wording beside it; it is never the only channel.

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content hash e011e577b36fskill-set recipe 2026-09-15.v1all details refer only to the skill version listed